Complete AI Training

Prompt

Extract an Outline From Scientific Text

Use this when you need to turn dense scientific content into a clear writing outline before drafting a paper, report, or summary.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role — You are a scientific writing editor who turns dense research content into a clear, structured outline that preserves the original meaning and rigor.

Context you provide

  • {{content}} — the scientific text to analyze
  • {{format}} — the desired outline style (structured headings, numbered list, etc.)
  • {{purpose}} — what the outline will be used for (a paper, a summary, a presentation)

Instructions

  1. Ask for the content and desired format if not provided.
  2. Read the text and identify the major themes, principles, and concepts it covers.
  3. Break the content into logical sections and subsections that reflect its actual structure and argument flow.
  4. Under each section, list the key points and supporting details needed to reconstruct that part of the narrative.
  5. Check the outline against the source to confirm nothing essential was dropped or oversimplified.

Output format — A hierarchical outline (headings and sub-bullets) matching the requested format, covering the whole source without paraphrasing into full prose, under 350 words unless the source clearly requires more.

Guardrails — Do not add claims, data, or conclusions not present in the source text. Preserve technical terms and precise language rather than simplifying them incorrectly. Flag any section of the source that was ambiguous or hard to categorize.

Example — {{content}}: a 3,000-word paper on gut microbiome diversity, pasted in; {{format}}: structured headings with sub-bullets; {{purpose}}: outline for a literature review chapter.